SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Showing 1070110750 of 14297 papers

TitleStatusHype
Nonparametric Bayesian Storyline Detection from Microtexts0
Nonparametric Scene Parsing with Adaptive Feature Relevance and Semantic Context0
Non-Parametric Temporal Adaptation for Social Media Topic Classification0
Non-rigid 3D shape retrieval based on multi-view metric learning0
Nonstationary Distance Metric Learning0
Non-Stationary Power System Forced Oscillation Analysis using Synchrosqueezing Transform0
No Pattern, No Recognition: a Survey about Reproducibility and Distortion Issues of Text Clustering and Topic Modeling0
No-Regret Caching via Online Mirror Descent0
Normalized Human Pose Features for Human Action Video Alignment0
Not All Dialogues are Created Equal: Instance Weighting for Neural Conversational Models0
Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval0
An alternative proof of the vulnerability of retrieval in high intrinsic dimensionality neighborhood0
NoTeS-Bank: Benchmarking Neural Transcription and Search for Scientific Notes Understanding0
Not just a matter of semantics: the relationship between visual similarity and semantic similarity0
Novel Approaches to Accelerating the Convergence Rate of Markov Decision Process for Search Result Diversification0
Novel Ranking-Based Lexical Similarity Measure for Word Embedding0
Novel Recording Studio Features for Music Information Retrieval0
Novelty and Coverage in context-based information filtering0
Novelty Controlled Paraphrase Generation with Retrieval Augmented Conditional Prompt Tuning0
NOWJ1@ALQAC 2023: Enhancing Legal Task Performance with Classic Statistical Models and Pre-trained Language Models0
NOWJ at COLIEE 2023 -- Multi-Task and Ensemble Approaches in Legal Information Processing0
Npix2Cpix: A GAN-Based Image-to-Image Translation Network With Retrieval- Classification Integration for Watermark Retrieval From Historical Document Images0
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models0
NV-Retriever: Improving text embedding models with effective hard-negative mining0
NYCU ML Lab LLAMA: Prefix tuning using LLAMA for Informationa Retrieval0
O1 Embedder: Let Retrievers Think Before Action0
Object-Aware DINO (Oh-A-Dino): Enhancing Self-Supervised Representations for Multi-Object Instance Retrieval0
Object-based Multipass InSAR via Robust Low Rank Tensor Decomposition0
Object-Centric Open-Vocabulary Image-Retrieval with Aggregated Features0
Object-Centric Representation Learning from Unlabeled Videos0
Object Detection based Deep Unsupervised Hashing0
ObjectFolder: A Dataset of Objects with Implicit Visual, Auditory, and Tactile Representations0
Object Level Deep Feature Pooling for Compact Image Representation0
Object-Level Targeted Selection via Deep Template Matching0
Object Retrieval and Localization in Large Art Collections using Deep Multi-Style Feature Fusion and Iterative Voting0
Objects that Sound0
Observations on Building RAG Systems for Technical Documents0
Occ^2Net: Robust Image Matching Based on 3D Occupancy Estimation for Occluded Regions0
OCC: A Smart Reply System for Efficient In-App Communications0
Occlusion-Aware Search for Object Retrieval in Clutter0
Occupancy Detection Based on Electricity Consumption0
OCR quality affects perceived usefulness of historical newspaper clippings -- a user study0
Everything Can Be Described in Words: A Simple Unified Multi-Modal Framework with Semantic and Temporal Alignment0
EveTAR: Building a Large-Scale Multi-Task Test Collection over Arabic Tweets0
Evidence-based Trustworthiness0
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems0
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation0
EVIDENCEMINER: Textual Evidence Discovery for Life Sciences0
Evidence to Generate (E2G): A Single-agent Two-step Prompting for Context Grounded and Retrieval Augmented Reasoning0
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified